Project details

School of Electrical & Electronic Engineering


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Proj No. A1003-251
Title Transfer Learning for Control of Robot Manipulators
Summary Humans can learn from experience and generalize tasks based on acquired knowledge. The main goal of this project is to develop a transfer learning algorithm for controlling various robot manipulators with similar structures. Instead of training separate models for each robot, a basic model will be developed using deep learning techniques, enabling its application across multiple robots with similar structures. The learning algorithm will be implemented on industrial robots
Supervisor A/P Cheah Chien Chern (Loc:S1 > S1 B1B > S1 B1B 53, Ext: +65 67905385)
Co-Supervisor -
RI Co-Supervisor -
Lab Robotics I (Loc: S2-B6a-01, ext: 4053)
Single/Group: Single
Area: Intelligent Systems and Control Engineering
ISP/RI/SMP/SCP?: